Hugging Face's logo

Datasets:
DocuPipe
/
DocuBench

Tasks:
Document Question Answering
Languages:
English
Hebrew
Japanese
Size:
n<1K
Tags:
benchmark
document-ai
information-extraction
structured-extraction
key-information-extraction
ocr
License:
Dataset card Files
xet
 Community
DocuBench
File size: 2,966 Bytes
8143f06
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "type": "object",
  "additionalProperties": false,
  "properties": {
    "patientName": {
      "type": "string"
    },
    "mrn": {
      "type": "string",
      "description": "medical record number"
    },
    "dateOfBirth": {
      "type": "string",
      "description": "date of birth, YYYY-MM-DD"
    },
    "sex": {
      "type": "string"
    },
    "admissionDate": {
      "type": "string",
      "description": "YYYY-MM-DD"
    },
    "dischargeDate": {
      "type": "string",
      "description": "YYYY-MM-DD"
    },
    "attendingPhysician": {
      "type": "string"
    },
    "disposition": {
      "type": "string"
    },
    "dischargeDiagnoses": {
      "type": "array",
      "description": "each discharge diagnosis as listed, one string per item",
      "items": {
        "type": "object",
        "additionalProperties": false,
        "properties": {
          "diagnosis": {
            "type": "string",
            "description": "the diagnosis text, exactly as listed (one per item; exclude any leading list number/bullet)"
          }
        },
        "required": [
          "diagnosis"
        ]
      }
    },
    "allergies": {
      "type": "array",
      "description": "each allergy as listed, one string per item",
      "items": {
        "type": "object",
        "additionalProperties": false,
        "properties": {
          "allergy": {
            "type": "string",
            "description": "the allergy text, exactly as listed (one per item; exclude any leading list number/bullet)"
          }
        },
        "required": [
          "allergy"
        ]
      }
    },
    "proceduresPerformed": {
      "type": "array",
      "description": "each procedure as listed, one string per item",
      "items": {
        "type": "object",
        "additionalProperties": false,
        "properties": {
          "procedure": {
            "type": "string",
            "description": "the procedure text, exactly as listed (one per item; exclude any leading list number/bullet)"
          }
        },
        "required": [
          "procedure"
        ]
      }
    },
    "dischargeMedications": {
      "type": "array",
      "description": "each discharge medication line as listed, one string per item",
      "items": {
        "type": "object",
        "additionalProperties": false,
        "properties": {
          "medication": {
            "type": "string",
            "description": "the medication text, exactly as listed (one per item; exclude any leading list number/bullet)"
          }
        },
        "required": [
          "medication"
        ]
      }
    }
  },
  "required": [
    "patientName",
    "mrn",
    "dateOfBirth",
    "sex",
    "admissionDate",
    "dischargeDate",
    "attendingPhysician",
    "disposition",
    "dischargeDiagnoses",
    "allergies",
    "proceduresPerformed",
    "dischargeMedications"
  ]
}